DEVELOPMENT... OpenML
Run
73046

Run 73046

Task 259 (Supervised Classification) credit-approval Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I10
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8704
Per class
Build CPU time
0.011
Build memory
637452904
F measure
0.8676
Per class
Kappa
0.7367
KB relative information score
168.4991
Mean absolute error
0.1322
Mean prior absolute error
0.4978
Number of instances
227
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.876
Per class
Predictive accuracy
0.8678
Prior entropy
0.9913
Recall
0.8678
Per class
Relative absolute error
0.2655
Root mean prior squared error
0.5008
Root mean squared error
0.3635
Root relative squared error
0.7259
SciMark benchmark
785.9104